{"id":"W3159621893","doi":"10.1111/myc.13290","title":"Comparative effectiveness of amphotericin B, azoles and echinocandins in the treatment of candidemia and invasive candidiasis: A systematic review and network meta‐analysis","year":2021,"lang":"en","type":"review","venue":"Mycoses","topic":"Antifungal resistance and susceptibility","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Infection and Immunity; McGill University Health Centre","funders":"","keywords":"Echinocandins; Amphotericin B; Medicine; Echinocandin; Voriconazole; Meta-analysis; Internal medicine; Fluconazole; Randomized controlled trial; Intensive care medicine; Caspofungin; Antifungal; Dermatology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01553729,0.002783017,0.01907991,0.008030707,0.0005755543,0.003154681,0.002223981,0.002530366,0.003610216],"category_scores_gemma":[0.03422846,0.001399963,0.03580279,0.007054059,0.000787705,0.001849969,0.001463155,0.001720386,0.000247051],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003341701,"about_ca_system_score_gemma":0.003839294,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006647256,"about_ca_topic_score_gemma":0.01252593,"domain_scores_codex":[0.9872031,0.007139158,0.002895584,0.001063431,0.00139465,0.0003040828],"domain_scores_gemma":[0.9778804,0.01671811,0.003401725,0.0004155985,0.001296401,0.0002878517],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.002506961,0.00004546816,0.003018392,0.3838439,0.598902,0.00009213219,0.00006110637,0.0008437131,0.0001662228,0.0001573961,0.0003725783,0.009990222],"study_design_scores_gemma":[0.0009294229,0.0002796717,0.002183244,0.02160892,0.9733603,0.00006770438,0.00003830127,0.0003263572,0.00008314077,0.0001806845,0.0009221505,0.00002019755],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.005788044,0.9923944,0.0004817538,0.0002085015,0.0001329568,0.0003856977,0.0003691995,0.00001787923,0.0002215333],"genre_scores_gemma":[0.2055771,0.787609,0.003073845,0.0007756766,0.0002544453,0.00166978,0.000718516,0.00002361554,0.0002980139],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01907991,"threshold_uncertainty_score":0.08217001,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1083647210324247,"score_gpt":0.3912687447345911,"score_spread":0.2829040237021664,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}